A naukri.com initiative
Dev
1M
284
Image Credit: Dev
Asynchronous Server: Building and Rigorously Testing a WebSocket and HTTP Server
- The article focuses on building and rigorously testing a server, deviating from an ongoing series on a financial data analyzer.
- Tools like mypy, bandit, and Prospector are used to enforce type safety, security, and consistent code style.
- The server improvement includes testability, model accuracy, code quality, and type consistency, with detailed code restructuring.
- Tests cover WebSocket functionalities, integration-style tests, unit tests, and comprehensive analysis of various functions in the codebase.
- The unit tests thoroughly cover functions like analyzing transactions, classifying transactions, recurring transactions detection, financial health calculation, and anomaly detection.
- Integration-style tests demonstrate interaction with WebSocket handlers, error handling, and message processing ensuring robust server performance.
- Static analysis tools like mypy for type checking, bandit for security, and black and isort for code formatting are employed to enhance code quality.
- Comprehensive testing and static analysis result in 100% test coverage for the AI service, highlighting the commitment to reliability and performance.
- The article concludes by inviting engagement and sharing, offering the author's expertise in software engineering and technical writing.
Read Full Article
17 Likes
For uninterrupted reading, download the app